| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Hu | ADNET | PSNR (l)50.38 | 24 | 4d ago | |
| Kalantari | PSNR (Luminance)41.79 | 24 | 4d ago | ||
| HDR-Eye | Multi-Exp. Gen. + HDR Reconstruction Boosting | BRISQUE56.14 | 20 | 4d ago | |
| VDS | Multi-Exp. Gen. + HDR Reconstruction Boosting | BRISQUE56.12 | 20 | 4d ago | |
| RawNeRF (full views) | Raw3DGS | PSNR (RGB)23.53 | 9 | 4d ago | |
| Real RGB dataset from UnModNet (test) | Unrolled-MI + SE | PSNR-L30.75 | 7 | 4d ago | |
| RAISE (test) | Proposed | HDR-VDP-259.493 | 7 | 4d ago | |
| HDR-Eye (test) | Proposed | HDR-VDP-2 Score55.914 | 7 | 4d ago | |
| VDS (test) | Proposed | HDR-VDP-2 Score58.807 | 7 | 4d ago | |
| UnModNet sigma=80 noise=80 | Unrolled-MI | HDR-VDP-37.26 | 6 | 4d ago | |
| UnModNet sigma=40 noise=40 | Unrolled-MI | HDR-VDP-38.13 | 6 | 4d ago | |
| UnModNet noise=25 (sigma=25) | Unrolled-MI | HDR-VDP-38.42 | 6 | 4d ago | |
| UnModNet noise-free (sigma=0) | Unrolled-MI | HDR-VDP-38.61 | 6 | 4d ago | |
| Unmodnet (test) | Ours + Req | PSNR (Y)25.3 | 6 | 4d ago | |
| HDR reconstruction dataset 1080 x 1920 (test) | AHDR | Inference Time (s)0.24 | 6 | 4d ago | |
| Curated HDR Dataset (test) | FHDR | PSNR20.3 | 6 | 4d ago | |
| City Scene Dataset (test) | FHDR | SSIM0.95 | 6 | 4d ago |
